{"id":"W4387465431","doi":"10.2139/ssrn.4596194","title":"Public Sector Banks","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Public sector; Business; Financial system; Economics; Economy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005509809,0.0003798043,0.0004774764,0.001111022,0.0007220674,0.003839893,0.0003813103,0.001612056,0.3213131],"category_scores_gemma":[0.003096506,0.0003271561,0.0002343087,0.002430382,0.0003609445,0.001770998,0.000703142,0.001364098,0.2630498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001972,"about_ca_system_score_gemma":0.001520065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001364751,"about_ca_topic_score_gemma":0.001820309,"domain_scores_codex":[0.9994374,0.0000529318,0.00003574583,0.0001748345,0.0002216699,0.000077325],"domain_scores_gemma":[0.9987856,0.0002167465,0.000203178,0.0002774076,0.0003779596,0.0001392146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008573729,0.00005411174,0.001648864,0.0001178498,0.00000990778,0.00008876073,0.00007538452,0.0002909547,0.0003996578,0.05910818,0.8076265,0.130494],"study_design_scores_gemma":[0.00005816034,0.00002432353,0.004266152,0.00007997132,0.00001221917,0.0002283718,0.00006932778,0.000664919,0.000916769,0.02345311,0.9702165,0.00001019885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008685719,0.003066757,0.003843648,0.01197011,0.001271028,0.00007542835,0.01586861,0.002190982,0.9530276],"genre_scores_gemma":[0.0704986,0.002480797,0.001531336,0.001568469,0.0006866027,0.00008505806,0.00678166,0.000301419,0.9160661],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3213131,"threshold_uncertainty_score":0.9680645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0527922547458862,"score_gpt":0.2410190810088681,"score_spread":0.1882268262629819,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}